A Decision Support System for the Electrical Power Districting Problem

Due to a variety of political, economic, and technological factors, many national electricity industries around the globe are transforming from non-competitive monopolies with centralized systems to decentralized operations with competitive business units. This process, commonly referred to as dere...

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Main Author: Bergey, Paul K.
Other Authors: Management Science
Format: Others
Language:en
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/27347
http://scholar.lib.vt.edu/theses/available/etd-04272000-18220009/
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spelling ndltd-VTETD-oai-vtechworks.lib.vt.edu-10919-273472021-11-02T05:34:58Z A Decision Support System for the Electrical Power Districting Problem Bergey, Paul K. Management Science Ragsdale, Cliff T. Major, Raymond L. Rees, Loren P. Sumichrast, Robert T. Matheson, Lance A. Genetic Algorithms Simulated Annealing Electric Utility Deregulation Decision Support Systems Multi-Criteria Optimization Districting Due to a variety of political, economic, and technological factors, many national electricity industries around the globe are transforming from non-competitive monopolies with centralized systems to decentralized operations with competitive business units. This process, commonly referred to as deregulation (or liberalization) is driven by the belief that a monopolistic industry fails to achieve economic efficiency for consumers over the long run. Deregulation has occurred in a number of industries such as: aviation, natural gas, transportation, and telecommunications. The most recent movement involving the deregulation of the electricity marketplace is expected to yield consumer benefit as well. <P> To facilitate deregulation of the electricity marketplace, competitive business units must be established to manage various functions and services independently. In addition, these business units must be given physical property rights for certain parts of the transmission and distribution network in order to provide reliable service and make effective business decisions. However, partitioning a physical power grid into economically viable districts involves many considerations. We refer to this complex problem as the electrical power districting problem. <P> This research is intended to identify the necessary and fundamental characteristics to appropriately model and solve an electrical power districting problem. Specifically, the objectives of this research are five-fold. First, to identify the issues relevant to electrical power districting problems. Second, to investigate the similarities and differences of electrical power districting problems with other districting problems published in the research literature. Third, to develop and recommend an appropriate solution methodology for electrical power districting problems. Fourth, to demonstrate the effectiveness of the proposed solution method for a specific case of electric power districting in the Republic of Ghana, with data provided by the World Bank. Finally, to develop a decision support system for the decision makers at the World Bank for solving Ghana's electrical power districting problem. Ph. D. 2014-03-14T20:11:01Z 2014-03-14T20:11:01Z 2000-04-21 2000-04-27 2001-04-28 2000-04-28 Dissertation etd-04272000-18220009 http://hdl.handle.net/10919/27347 http://scholar.lib.vt.edu/theses/available/etd-04272000-18220009/ en ch1.pdf ch3.pdf etd.pdf ch2.pdf toc.pdf acknowledgements.pdf bib.pdf dedication.pdf ch4.pdf appA.pdf appB.pdf appC.pdf appD.pdf appE.pdf cv.pdf ch5.pdf abstract.pdf In Copyright http://rightsstatements.org/vocab/InC/1.0/ application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf Virginia Tech
collection NDLTD
language en
format Others
sources NDLTD
topic Genetic Algorithms
Simulated Annealing
Electric Utility Deregulation
Decision Support Systems
Multi-Criteria Optimization
Districting
spellingShingle Genetic Algorithms
Simulated Annealing
Electric Utility Deregulation
Decision Support Systems
Multi-Criteria Optimization
Districting
Bergey, Paul K.
A Decision Support System for the Electrical Power Districting Problem
description Due to a variety of political, economic, and technological factors, many national electricity industries around the globe are transforming from non-competitive monopolies with centralized systems to decentralized operations with competitive business units. This process, commonly referred to as deregulation (or liberalization) is driven by the belief that a monopolistic industry fails to achieve economic efficiency for consumers over the long run. Deregulation has occurred in a number of industries such as: aviation, natural gas, transportation, and telecommunications. The most recent movement involving the deregulation of the electricity marketplace is expected to yield consumer benefit as well. <P> To facilitate deregulation of the electricity marketplace, competitive business units must be established to manage various functions and services independently. In addition, these business units must be given physical property rights for certain parts of the transmission and distribution network in order to provide reliable service and make effective business decisions. However, partitioning a physical power grid into economically viable districts involves many considerations. We refer to this complex problem as the electrical power districting problem. <P> This research is intended to identify the necessary and fundamental characteristics to appropriately model and solve an electrical power districting problem. Specifically, the objectives of this research are five-fold. First, to identify the issues relevant to electrical power districting problems. Second, to investigate the similarities and differences of electrical power districting problems with other districting problems published in the research literature. Third, to develop and recommend an appropriate solution methodology for electrical power districting problems. Fourth, to demonstrate the effectiveness of the proposed solution method for a specific case of electric power districting in the Republic of Ghana, with data provided by the World Bank. Finally, to develop a decision support system for the decision makers at the World Bank for solving Ghana's electrical power districting problem. === Ph. D.
author2 Management Science
author_facet Management Science
Bergey, Paul K.
author Bergey, Paul K.
author_sort Bergey, Paul K.
title A Decision Support System for the Electrical Power Districting Problem
title_short A Decision Support System for the Electrical Power Districting Problem
title_full A Decision Support System for the Electrical Power Districting Problem
title_fullStr A Decision Support System for the Electrical Power Districting Problem
title_full_unstemmed A Decision Support System for the Electrical Power Districting Problem
title_sort decision support system for the electrical power districting problem
publisher Virginia Tech
publishDate 2014
url http://hdl.handle.net/10919/27347
http://scholar.lib.vt.edu/theses/available/etd-04272000-18220009/
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